Intelligent Analytics for Industry 4.0 Applications
1st Edition
Published on 19. December 2024
Book
Paperback/Softback
294 pages
978-1-032-34242-9 (ISBN)
Description
The advancements in intelligent decision-making techniques have elevated the efficiency of manufacturing industries and led to the start of the Industry 4.0 era. Industry 4.0 is revolutionizing the way companies manufacture, improve, and distribute their products. Manufacturers are integrating new technologies, including the Internet of Things (IoT), cloud computing and analytics, and artificial intelligence and machine learning, into their production facilities throughout their operations. In the past few years, intelligent analytics has emerged as a solution that examines both historical and real-time data to uncover performance insights. Because the amount of data that needs analysis is growing daily, advanced technologies are necessary to collect, arrange, and analyze incoming data. This approach enables businesses to detect valuable connections and trends and make decisions that boost overall performance. In Industry 4.0, intelligent analytics has a broader scope in terms of descriptive, predictive, and prescriptive subdomains. To this end, the book will aim to review and highlight the challenges faced by intelligent analytics in Industry 4.0 and present the recent developments done to address those challenges.
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Professional and scholarly
Academic, Postgraduate, Professional, and Undergraduate Advanced
Illustrations
98 s/w Abbildungen, 16 s/w Photographien bzw. Rasterbilder, 82 s/w Zeichnungen, 24 s/w Tabellen
24 Tables, black and white; 82 Line drawings, black and white; 16 Halftones, black and white; 98 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
Thickness: 17 mm
Weight
480 gr
ISBN-13
978-1-032-34242-9 (9781032342429)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
Additional editions
Avinash Chandra Pandey | Abhishek Verma | Vijaypal Singh Rathor
Intelligent Analytics for Industry 4.0 Applications
E-Book
06/2023
1st Edition
CRC Press
€63.49
Available for download
Avinash Chandra Pandey | Abhishek Verma | Vijaypal Singh Rathor
Intelligent Analytics for Industry 4.0 Applications
Book
06/2023
1st Edition
CRC Press
€166.40
Shipment within 10-20 days
Avinash Chandra Pandey | Abhishek Verma | Vijaypal Singh Rathor
Intelligent Analytics for Industry 4.0 Applications
E-Book
06/2023
1st Edition
CRC Press
€63.49
Available for download
Persons
Avinash Chandra Pandey, Munesh Singh
Content
1. Analytics Approach for Intelligent Cyber-Physical System Integration in Industrial Internet of Things (Industry 4.0). 2. Digital twins - a state of the art from Industry 4.0 perspective. 3. Human-Centered Approach to Intelligent Analytics in Industry 4.0. 4. ADVANCE IN ROBOTICS INDUSTRY 4.0. 5. A Cloud-based Real-Time Healthcare Monitoring System for CVD Patients. 6. Assessment of fuzzy logic assessed recommender system: A critical critique. 7. Intelligent Analytics in Big Data and Cloud. 8. Various Audio Classification Models for Automatic Speaker Verification System in Industry 4.0. 9. Trending IoT Platforms on Middleware Layer. 10. Healthcare IoT: A Factual and Feasible Application of Industrial IoT. 11. IoT based Spacecraft Anti-Collision HUD Design Formulation. 12. Coverage of LoRaWAN in Vijayawada: A Practical Approach. 13. Intelligent Health Care Industry for Disease Detection. 14. Challenges with Industry 4.0 security. 15. Dodging Security Attacks and Data Leakage Prevention for Cloud and IoT Environments. 16. Role of Blockchain in Industry 4.0. 17. Blockchain and Bitcoin Security in Industry 4.0. 18. Technology in Industry 4.0. 19. Intelligent Analytics in Cyber Physical Systems. 20. An Overlook on Security Challenges in Industry 4.0.